{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:12:07Z","timestamp":1781280727524,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T00:00:00Z","timestamp":1667779200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["871177"],"award-info":[{"award-number":["871177"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,11,7]]},"DOI":"10.1145\/3549034.3561178","type":"proceedings-article","created":{"date-parts":[[2022,11,9]],"date-time":"2022-11-09T20:03:31Z","timestamp":1668024211000},"page":"23-28","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":5,"title":["Using machine learning to guide the application of software refactorings: a preliminary exploration"],"prefix":"10.1145","author":[{"given":"Nikolaos","family":"Nikolaidis","sequence":"first","affiliation":[{"name":"University of Macedonia, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dimitrios","family":"Zisis","sequence":"additional","affiliation":[{"name":"Accenture, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Apostolos","family":"Ampatzoglou","sequence":"additional","affiliation":[{"name":"University of Macedonia, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nikolaos","family":"Mittas","sequence":"additional","affiliation":[{"name":"International Hellenic University, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander","family":"Chatzigeorgiou","sequence":"additional","affiliation":[{"name":"University of Macedonia, Greece"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,11,9]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Empirical investigation of refactoring effect on software quality. Information and software technology, 51, 9","author":"Alshayeb Mohammad","year":"2009","unstructured":"Mohammad Alshayeb . 2009. Empirical investigation of refactoring effect on software quality. Information and software technology, 51, 9 ( 2009 ), 1319\u20131326. Mohammad Alshayeb. 2009. Empirical investigation of refactoring effect on software quality. Information and software technology, 51, 9 (2009), 1319\u20131326."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3194164.3194175"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-65831-5_4"},{"key":"e_1_3_2_1_4_1","volume-title":"International Workshop on Evolution of Large-scale Industrial Software Applications. 37\u201348","author":"Bois Bart Du","year":"2003","unstructured":"Bart Du Bois and Tom Mens . 2003 . Describing the impact of refactoring on internal program quality . In International Workshop on Evolution of Large-scale Industrial Software Applications. 37\u201348 . Bart Du Bois and Tom Mens. 2003. Describing the impact of refactoring on internal program quality. In International Workshop on Evolution of Large-scale Industrial Software Applications. 37\u201348."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/ESEM.2017.14"},{"key":"e_1_3_2_1_6_1","volume-title":"Case Study Research in Software Engineering: Guidelines and Examples","author":"Host Martin","unstructured":"Martin Host , Austen Rainer , Per Runeson , and Bjorn Regnell . 2012. Case Study Research in Software Engineering: Guidelines and Examples . John Wiley & Sons . Martin Host, Austen Rainer, Per Runeson, and Bjorn Regnell. 2012. Case Study Research in Software Engineering: Guidelines and Examples. John Wiley & Sons."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSM.2002.1167822"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2011.41"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ESEM.2009.5314233"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/WOSQ.2007.11"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0719-4_13"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2020.3007722"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3180155.3180206"},{"key":"e_1_3_2_1_14_1","volume-title":"15th China-Europe International Symposium on software engineering education.","author":"Tsintzira Angeliki-Agathi","year":"2019","unstructured":"Angeliki-Agathi Tsintzira , Apostolos Ampatzoglou , Oliviu Matei , Areti Ampatzoglou , Alexander Chatzigeorgiou , and Robert Heb . 2019 . Technical debt quantification through metrics: an industrial validation . In 15th China-Europe International Symposium on software engineering education. Angeliki-Agathi Tsintzira, Apostolos Ampatzoglou, Oliviu Matei, Areti Ampatzoglou, Alexander Chatzigeorgiou, and Robert Heb. 2019. Technical debt quantification through metrics: an industrial validation. In 15th China-Europe International Symposium on software engineering education."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.infsof.2005.03.002"},{"key":"e_1_3_2_1_16_1","volume-title":"Umar Farooq Kahn, and Stefan Kowalewski","author":"Wilking Dirk","year":"2007","unstructured":"Dirk Wilking , Umar Farooq Kahn, and Stefan Kowalewski . 2007 . An empirical evaluation of refactoring. e-Informatica Software Engineering Journal , 1, 1 (2007). Dirk Wilking, Umar Farooq Kahn, and Stefan Kowalewski. 2007. An empirical evaluation of refactoring. e-Informatica Software Engineering Journal, 1, 1 (2007)."}],"event":{"name":"MaLTeSQuE '22: 6th International Workshop on Machine Learning Techniques for Software Quality Evaluation","location":"Singapore Singapore","acronym":"MaLTeSQuE '22","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","NUS NUS"]},"container-title":["Proceedings of the 6th International Workshop on Machine Learning Techniques for Software Quality Evaluation"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549034.3561178","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3549034.3561178","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:00:21Z","timestamp":1750186821000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3549034.3561178"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,7]]},"references-count":16,"alternative-id":["10.1145\/3549034.3561178","10.1145\/3549034"],"URL":"https:\/\/doi.org\/10.1145\/3549034.3561178","relation":{},"subject":[],"published":{"date-parts":[[2022,11,7]]},"assertion":[{"value":"2022-11-09","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}